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Asad Umair

@asadumair

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AI & Automation Engineer building Python FastAPI RAG chatbots and voice agents to automate workflows.

Pakistan

Message

What I'm looking for

I’m seeking an AI Automation Engineer role where I can design scalable AI-driven workflow automation—especially RAG chatbots, AI voice agents, and API integrations—to improve operational efficiency with reliable, enterprise-grade systems.

I’m an AI & Automation Engineer with 8+ years of experience building AI solutions and workflow automation. I specialize in Python-based systems, using FastAPI and LLM integrations to turn manual processes into scalable, reliable automation.

At Applicon Soft, I developed AI voice agents and enterprise RAG chatbots using ElevenLabs, Ultravox, LangChain/LangGraph, FastAPI, Pinecone, and n8n. I delivered automation that improved operational efficiency through intelligent knowledge retrieval, high-performance search, and streamlined business processes.

As a freelancer, I’ve continued building production-ready AI agents, chatbots, and RAG systems with secure integrations across full-stack tooling (React, Node.js) and APIs. I also build end-to-end platform features—like CRM/workflow automation and analytics dashboards—so teams can manage operations across multiple platforms with less effort and better decision-making.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer

Current

Freelance

Jan 2025 - Present (1 year 6 months)

Developed production-ready AI applications including AI agents, chatbots, and RAG systems, plus scalable full-stack solutions. Integrated LLMs and automated business workflows via APIs and document processing (OCR/web scraping).

Python fastAPI React AI Agents Chatbot RAG Systems LLM REST APIs Web Scraping Knowledge Management AI Automation ElevenLabs

Senior Software Developer

Applicon Soft

Jan 2019 - Jan 2025 (6 years)

Developed AI voice agents and RAG chatbots for intelligent automation solutions. Built scalable knowledge organization and enterprise automation integrations using retrieval-augmented pipelines and workflow tooling.

Python ElevenLabs Ultravox LangGraph fastAPI Pinecone N8n AI Voice Solutions RAG Bots Semantic Search CRM Workflow Automation Salesforce API Tableau ClickUp Acumatica Google Sheets WhatsApp Business API

Junior Python Developer

Innovators Soft

Jan 2017 - Jan 2019 (2 years)

Built full-stack web applications and contributed to enterprise RAG chatbot development. Implemented CRM and third-party API integrations and mentored junior developers and interns.

Python React SQL fastAPI Faiss REST APIs RAG Bots CRM Third Party Integrations Mentorship

Education

Degrees, certifications, and relevant coursework

FAST-NUCES, Lahore

Master of Industrial Design, Industrial Design

2023 - 2025

Master of Industrial Design covering industrial design, product development, design thinking, and innovation methodologies. Built foundations in user research, ergonomics, materials, prototyping, and user-centric sustainable product design.

University of Management and Technology (UMT), Lahore

Bachelor of Science, Computer Science, Computer Science

2012 - 2016

Bachelor of Science in Computer Science focusing on algorithms, data structures, object-oriented programming, databases, software engineering, and computer networks. Covered production-ready software development including system design, testing, debugging, and real-world application building.